Estimation of Covariate Effects With Current Status Data and Differential Mortality
The assessment of the impact that socioeconomic determinants have on the prevalence of certain chronic conditions reported by respondents in population surveys must confront two problems. First, the self-reports could be in error (false positives and false negatives). Second, those reporting are a selected sample of those who ever experience the problem, and this selection is heavily influenced by excess mortality attributable to the condition being reported. In this article, we use a combination of empirical data and microsimulation to (a) assess the magnitude of the bias attributable to the selection problem, and (b) suggest an adjustment procedure that corrects for this bias. We find that the proposed adjustment procedure considerably reduces the bias arising from differential mortality. Copyright Population Association of America 2013
Volume (Year): 50 (2013)
Issue (Month): 2 (April)
|Contact details of provider:|| Web page: http://www.springer.com/economics/journal/13524|
|Order Information:||Web: http://link.springer.de/orders.htm|
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- James Vaupel & Kenneth Manton & Eric Stallard, 1979. "The impact of heterogeneity in individual frailty on the dynamics of mortality," Demography, Springer, vol. 16(3), pages 439-454, August.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Bloom, David E. & Killingsworth, Mark R., 1985.
"Correcting for truncation bias caused by a latent truncation variable,"
Journal of Econometrics,
Elsevier, vol. 27(1), pages 131-135, January.
- David E. Bloom & Mark R. Killingsworth, 1984. "Correcting for Truncation Bias Caused by a Latent Truncation Variable," NBER Technical Working Papers 0038, National Bureau of Economic Research, Inc.
- Yuanreng Hu & Noreen Goldman, 1990. "Mortality Differentials by Marital Status: An International Comparison," Demography, Springer, vol. 27(2), pages 233-250, May.
- Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
- Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
- Greene, William H, 1981. "Sample Selection Bias as a Specification Error: Comment," Econometrica, Econometric Society, vol. 49(3), pages 795-98, May.
- Noreen Goldman, 1993. "Marriage selection and mortality patterns: Inferences and fallacies," Demography, Springer, vol. 30(2), pages 189-208, May.
When requesting a correction, please mention this item's handle: RePEc:spr:demogr:v:50:y:2013:i:2:p:521-544. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Sonal Shukla)or (Christopher F Baum)
If references are entirely missing, you can add them using this form.